Chen Kristina, Chang Eunice Y, Summers Kent H, Obenchain Robert L, Yu-Isenberg Kristina S, Sun Peter
Prescription Solutions, 3515 Harbor Blvd., Mail Stop LC-07-264, Costa Mesa, CA 92626, USA.
J Manag Care Pharm. 2005 Jun;11(5):376-82. doi: 10.18553/jmcp.2005.11.5.376.
To compare medical and pharmacy costs and utilization between patients with diabetes who received insulin lispro versus regular human insulin.
A retrospective analysis of medical and pharmacy claims was conducted among continuously enrolled users of insulin lispro or regular insulin during the identification period, March 1, 2000, through February 28, 2001, within a large managed care organization. This study improved upon the methodology used in previous studies by (a) stratifying (rather than 1:1 matching) individuals by their likelihood to use insulin lispro using the propensity score binning technique, and (b) refining the study inclusion criteria to include only patients with 3 or more fills of the insulin under study (lispro or regular) to exclude individuals who may have been on either product for a short time. Because the propensity score binning technique groups patients with similar baseline characteristics within strata (bins) and not among individual patients, almost the entire available sample is retained in the analysis, unlike propensity score matching, where large numbers of patients can be excluded depending on the matching scheme. Therefore, the propensity score binning technique, because it uses more complete information, is less likely to produce biased results. Patients were grouped into 5 bins (quintiles) based on their estimated likelihood to receive insulin lispro rather than regular insulin. The propensity score model used baseline characteristics of age, gender, comorbidities, use of oral antidiabetic medications, prescription copayment, and diabetes-related costs and utilization. Overall cost and utilization differences (lispro minus regular insulin) during the 12-month follow-up period were calculated using weights inversely proportional to variances of within-bin differences.
Of 6,436 patients, 1,972 (30.6%) received insulin lispro and 4,464 (69.4%) received regular insulin. The propensity score estimation produced 5 bins, each containing between 1,287 and 1,288 patients, utilizing all patients in the analysis. Patients in the lower-numbered propensity score quintiles were older, more likely to use oral antidiabetic medications, and had more comorbidities than those in the higher-numbered quintiles. As quintile number increased, the percentage of insulin lispro users also increased. The weighted mean annual cost difference (lispro minus regular insulin) per patient was + USD 79 (P < 0.001) for diabetes-related pharmacy cost, + USD 212 (P < 0.001) for total pharmacy cost, USD 75 (P < 0.857) for diabetes-related medical cost, USD 2,286 (P <0.011) for nondiabetes medical cost, and USD 2,327 (P = 0.072) for total medical cost.
Compared with regular insulin users, insulin lispro users incurred higher diabetes-related and total pharmacy costs but lower nondiabetes medical costs and similar total medical costs. Fewer hospitalizations among insulin lispro as compared with regular insulin users contributed to lower nondiabetes medical costs and similar total medical costs.
比较使用赖脯胰岛素与常规人胰岛素的糖尿病患者的医疗和药房费用及使用情况。
对2000年3月1日至2001年2月28日识别期内,在一家大型管理式医疗组织中持续使用赖脯胰岛素或常规胰岛素的患者的医疗和药房索赔进行回顾性分析。本研究对先前研究中使用的方法进行了改进,方法如下:(a) 使用倾向得分分箱技术,根据使用赖脯胰岛素的可能性对患者进行分层(而非1:1匹配);(b) 完善研究纳入标准,仅纳入使用所研究胰岛素(赖脯胰岛素或常规胰岛素)3次或更多次的患者,以排除可能短期使用过任何一种产品的个体。由于倾向得分分箱技术是将具有相似基线特征的患者分层(分箱),而非在个体患者之间进行匹配,因此与倾向得分匹配不同,几乎所有可用样本都保留在分析中,在倾向得分匹配中,大量患者可能会根据匹配方案被排除。因此,倾向得分分箱技术因使用了更完整的信息和,产生有偏差结果的可能性较小。根据患者接受赖脯胰岛素而非常规胰岛素的估计可能性,将患者分为5个分箱(五分位数)。倾向得分模型使用了年龄、性别、合并症、口服抗糖尿病药物的使用、处方共付额以及糖尿病相关费用和使用情况等基线特征。在12个月的随访期内,使用与分箱内差异方差成反比的权重计算总体成本和使用差异(赖脯胰岛素减去常规胰岛素)。
6436例患者中,1972例(30.6%)接受赖脯胰岛素治疗,4464例(69.4%)接受常规胰岛素治疗。倾向得分估计产生了5个分箱,每个分箱包含1287至1288例患者,分析中使用了所有患者。倾向得分五分位数较低的患者比五分位数较高的患者年龄更大,更有可能使用口服抗糖尿病药物,且合并症更多。随着五分位数编号的增加,赖脯胰岛素使用者的百分比也增加。每位患者的加权平均年度成本差异(赖脯胰岛素减去常规胰岛素)为:糖尿病相关药房费用为 + 79美元(P < 0.001),总药房费用为 + 212美元(P < 0.001),糖尿病相关医疗费用为75美元(P < 0.857),非糖尿病医疗费用为2286美元(P < 0.011),总医疗费用为2327美元(P = 0.072)。
与常规胰岛素使用者相比,赖脯胰岛素使用者的糖尿病相关和总药房费用较高,但非糖尿病医疗费用较低,总医疗费用相似。与常规胰岛素使用者相比,赖脯胰岛素使用者的住院次数较少,这导致了较低的非糖尿病医疗费用和相似的总医疗费用。